A Temperature Prediction Model for Transmission Lines Based on EEMD-ELD
Due to many factors such as load,ambient temperature,wind speed,solar radiation,etc.,the accuracy of using a single model to predict the transmission line temperature is low.A temperature prediction model of transmission line based on ensemble Empirical Mode decomposition(EEMD)and Extreme Learning Machine(ELM)is proposed and verified by experiments.The experimental results show that compared with BP neural network model and SVM model,the prediction accuracy of the proposed model is higher.
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